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Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach

Computational models provide an efficient paradigm for integrating and linking multiple spatial and temporal scales. However, these models are difficult to parameterize and match to experimental data. Recent advances in both data collection and model analyses have helped overcome this limitation. He...

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Autores principales: Colebank, M. J., Taylor, R., Hacker, T. A., Chesler, N.C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900958/
https://www.ncbi.nlm.nih.gov/pubmed/36747704
http://dx.doi.org/10.1101/2023.01.26.525736
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author Colebank, M. J.
Taylor, R.
Hacker, T. A.
Chesler, N.C.
author_facet Colebank, M. J.
Taylor, R.
Hacker, T. A.
Chesler, N.C.
author_sort Colebank, M. J.
collection PubMed
description Computational models provide an efficient paradigm for integrating and linking multiple spatial and temporal scales. However, these models are difficult to parameterize and match to experimental data. Recent advances in both data collection and model analyses have helped overcome this limitation. Here, we combine a multiscale, biventricular interaction model with mouse data before and after left ventricular (LV) ischemia. Sensitivity analyses are used to identify the most influential parameters on pressure and volume predictions. The subset of influential model parameters are calibrated to biventricular pressure-volume loop data (n=3) at baseline. Each mouse underwent left anterior descending coronary artery ligation, during which changes in fractional shortening and RV pressure-volume dynamics were recorded. Using the calibrated model, we simulate acute LV ischemia and contrast outputs at baseline and in simulated ischemia. Our baseline simulations align with the LV and RV data, and our predictions during ischemia complement recorded RV data and prior studies on LV function during myocardial infarction. We show that a model with both biventricular mechanical interaction and systems level cardiovascular dynamics can quantitatively reproduce in-vivo data and qualitatively match prior findings from animal studies on LV ischemia.
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spelling pubmed-99009582023-02-07 Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach Colebank, M. J. Taylor, R. Hacker, T. A. Chesler, N.C. bioRxiv Article Computational models provide an efficient paradigm for integrating and linking multiple spatial and temporal scales. However, these models are difficult to parameterize and match to experimental data. Recent advances in both data collection and model analyses have helped overcome this limitation. Here, we combine a multiscale, biventricular interaction model with mouse data before and after left ventricular (LV) ischemia. Sensitivity analyses are used to identify the most influential parameters on pressure and volume predictions. The subset of influential model parameters are calibrated to biventricular pressure-volume loop data (n=3) at baseline. Each mouse underwent left anterior descending coronary artery ligation, during which changes in fractional shortening and RV pressure-volume dynamics were recorded. Using the calibrated model, we simulate acute LV ischemia and contrast outputs at baseline and in simulated ischemia. Our baseline simulations align with the LV and RV data, and our predictions during ischemia complement recorded RV data and prior studies on LV function during myocardial infarction. We show that a model with both biventricular mechanical interaction and systems level cardiovascular dynamics can quantitatively reproduce in-vivo data and qualitatively match prior findings from animal studies on LV ischemia. Cold Spring Harbor Laboratory 2023-01-27 /pmc/articles/PMC9900958/ /pubmed/36747704 http://dx.doi.org/10.1101/2023.01.26.525736 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Colebank, M. J.
Taylor, R.
Hacker, T. A.
Chesler, N.C.
Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title_full Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title_fullStr Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title_full_unstemmed Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title_short Biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
title_sort biventricular interaction during acute left ventricular ischemia in mice: a combined in-vivo and in-silico approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900958/
https://www.ncbi.nlm.nih.gov/pubmed/36747704
http://dx.doi.org/10.1101/2023.01.26.525736
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